Method hub

How to check AI writing without guessing

This hub explains the WROITER method in plain English first, then formal terms. It is built for quality review and diagnostic literacy, not bypass behavior.

Start with observable patterns

When people ask how to detect AI writing, they usually want a clean yes or no answer. Real analysis is more granular: inspect repeated structure, sentence rhythm, transitional boilerplate, and flattened lexical choices.

Method map

  • How It Works - signal families, score construction, and interpretation boundaries.
  • Pattern Library - concrete pattern definitions and examples.
  • Limitations - where detector-like systems fail and why false positives happen.
  • Changelog - versioned updates for pattern and scoring behavior.

Evidence pages

Read evidence before making policy decisions: Do AI Detectors Work? and the False Positive Hall of Fame.

Boundary

WROITER does not offer undetectable-writing guidance. The goal is clearer writing and responsible interpretation of diagnostics.